Report

Dataset statistics

Number of variables	22
Number of observations	8000000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	3797
Duplicate rows (%)	< 0.1%
Total size in memory	1.2 GiB
Average record size in memory	155.0 B

Variable types

Numeric	11
Categorical	11

Alerts

Dataset has 3797 (< 0.1%) duplicate rows	Duplicates
`Crossing` is highly overall correlated with `Traffic_Signal`	High correlation
`Traffic_Signal` is highly overall correlated with `Crossing`	High correlation
`Amenity` is highly imbalanced (95.1%)	Imbalance
`Crossing` is highly imbalanced (57.1%)	Imbalance
`Give_Way` is highly imbalanced (97.6%)	Imbalance
`Junction` is highly imbalanced (73.7%)	Imbalance
`No_Exit` is highly imbalanced (98.6%)	Imbalance
`Railway` is highly imbalanced (96.0%)	Imbalance
`Stop` is highly imbalanced (90.6%)	Imbalance
`Traffic_Calming` is highly imbalanced (99.4%)	Imbalance
`Duration_Seconds` is highly skewed (γ1 = 39.95090881)	Skewed
`Severity` is uniformly distributed	Uniform
`Distance(mi)` has 3841953 (48.0%) zeros	Zeros
`Wind_Direction` has 692698 (8.7%) zeros	Zeros
`Wind_Speed(mph)` has 527049 (6.6%) zeros	Zeros

Reproduction

Analysis started	2024-11-05 18:05:57.533407
Analysis finished	2024-11-05 18:11:36.803186
Duration	5 minutes and 39.27 seconds
Software version	ydata-profiling vv4.12.0
Download configuration	config.json

Distance(mi)
Real number (ℝ)

Zeros

Distinct	2467272
Distinct (%)	30.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.64652694

Minimum	0
Maximum	441.75
Zeros	3841953
Zeros (%)	48.0%
Negative	0
Negative (%)	0.0%
Memory size	61.0 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.0076551313
Q3	0.492
95-th percentile	3.133
Maximum	441.75
Range	441.75
Interquartile range (IQR)	0.492

Descriptive statistics

Standard deviation	2.0587579
Coefficient of variation (CV)	3.1843343
Kurtosis	844.9908
Mean	0.64652694
Median Absolute Deviation (MAD)	0.0076551313
Skewness	15.100567
Sum	5172215.5
Variance	4.2384842
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3841953	48.0%
0.01	129240	1.6%
0.009999999776	6569	0.1%
0.009	5309	0.1%
0.008	5090	0.1%
0.007	4267	0.1%
0.011	4025	0.1%
0.012	4012	0.1%
0.02	3970	< 0.1%
0.03	3923	< 0.1%
Other values (2467262)	3991642	49.9%

Value	Count	Frequency (%)
0	3841953	48.0%
1.366643449 × 10^-8	1	< 0.1%
3.888559948 × 10^-8	1	< 0.1%
7.182865409 × 10^-8	1	< 0.1%
1.500800951 × 10^-7	1	< 0.1%
1.548788507 × 10^-7	1	< 0.1%
2.043594519 × 10^-7	1	< 0.1%
2.410619072 × 10^-7	1	< 0.1%
2.416775028 × 10^-7	1	< 0.1%
3.606069733 × 10^-7	1	< 0.1%

Value	Count	Frequency (%)
441.75	1	< 0.1%
336.5700073	1	< 0.1%
323.5073867	1	< 0.1%
254.3999939	1	< 0.1%
210.0800018	1	< 0.1%
194.7299957	1	< 0.1%
193.4799957	1	< 0.1%
186.4319361	1	< 0.1%
183.1199951	1	< 0.1%
162.69119	1	< 0.1%

Street
Real number (ℝ)

Distinct	318549
Distinct (%)	4.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	193884.17

Minimum	1
Maximum	320206
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	30.5 MiB

Quantile statistics

Minimum	1
5-th percentile	38793.95
Q1	155796
median	215885
Q3	233728
95-th percentile	302158
Maximum	320206
Range	320205
Interquartile range (IQR)	77932

Descriptive statistics

Standard deviation	75159.954
Coefficient of variation (CV)	0.3876539
Kurtosis	-0.10154067
Mean	193884.17
Median Absolute Deviation (MAD)	42238
Skewness	-0.6628632
Sum	1.5510733 × 10¹²
Variance	5.6490186 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
216455	100106	1.3%
216115	65500	0.8%
216456	61432	0.8%
215646	42411	0.5%
215652	37861	0.5%
216351	34248	0.4%
216348	34084	0.4%
216006	32917	0.4%
216302	32168	0.4%
216116	30692	0.4%
Other values (318539)	7528581	94.1%

Value	Count	Frequency (%)
1	1	< 0.1%
3	13	< 0.1%
5	1	< 0.1%
7	1	< 0.1%
8	2	< 0.1%
9	5	< 0.1%
10	1	< 0.1%
11	1	< 0.1%
12	9	< 0.1%
14	1	< 0.1%

Value	Count	Frequency (%)
320206	3	< 0.1%
320205	1	< 0.1%
320198	1	< 0.1%
320197	11	< 0.1%
320196	28	< 0.1%
320195	2	< 0.1%
320193	2	< 0.1%
320192	1	< 0.1%
320189	6	< 0.1%
320188	3	< 0.1%

Zipcode
Real number (ℝ)

Distinct	734841
Distinct (%)	9.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	402002.17

Minimum	0
Maximum	774619
Zeros	5
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	30.5 MiB

Quantile statistics

Minimum	0
5-th percentile	33170
Q1	195535
median	421150
Q3	605486
95-th percentile	735447
Maximum	774619
Range	774619
Interquartile range (IQR)	409951

Descriptive statistics

Standard deviation	224109.79
Coefficient of variation (CV)	0.55748402
Kurtosis	-1.188489
Mean	402002.17
Median Absolute Deviation (MAD)	194543
Skewness	-0.14829214
Sum	3.2160174 × 10¹²
Variance	5.0225197 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
322363	7562	0.1%
650715	7443	0.1%
705282	7303	0.1%
336122	7162	0.1%
328573	7151	0.1%
333271	7095	0.1%
701490	7006	0.1%
332886	6841	0.1%
654009	6814	0.1%
281565	6767	0.1%
Other values (734831)	7928856	99.1%

Value	Count	Frequency (%)
0	5	< 0.1%
1	1	< 0.1%
2	1	< 0.1%
6	5	< 0.1%
8	1	< 0.1%
10	1	< 0.1%
11	1	< 0.1%
12	1	< 0.1%
13	1	< 0.1%
14	1	< 0.1%

Value	Count	Frequency (%)
774619	1	< 0.1%
774618	12	< 0.1%
774617	1	< 0.1%
774615	1	< 0.1%
774613	2	< 0.1%
774612	2	< 0.1%
774611	2	< 0.1%
774610	1	< 0.1%
774609	38	< 0.1%
774608	4	< 0.1%

Temperature(F)
Real number (ℝ)

Distinct	4809561
Distinct (%)	60.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	63.908629

Minimum	-45
Maximum	196
Zeros	1182
Zeros (%)	< 0.1%
Negative	9370
Negative (%)	0.1%
Memory size	61.0 MiB

Quantile statistics

Minimum	-45
5-th percentile	31.027254
Q1	53
median	66.522304
Q3	77
95-th percentile	88
Maximum	196
Range	241
Interquartile range (IQR)	24

Descriptive statistics

Standard deviation	17.584628
Coefficient of variation (CV)	0.27515264
Kurtosis	0.20202515
Mean	63.908629
Median Absolute Deviation (MAD)	11.522304
Skewness	-0.61884868
Sum	5.1126903 × 10⁸
Variance	309.21915
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
77	77449	1.0%
73	77292	1.0%
72	71532	0.9%
75	70617	0.9%
68	69368	0.9%
70	68091	0.9%
79	66440	0.8%
63	63299	0.8%
64	62840	0.8%
66	61681	0.8%
Other values (4809551)	7311391	91.4%

Value	Count	Frequency (%)
-45	1	< 0.1%
-38	1	< 0.1%
-35	3	< 0.1%
-30.20348744	1	< 0.1%
-30	1	< 0.1%
-29	5	< 0.1%
-28	4	< 0.1%
-27.9	4	< 0.1%
-27	6	< 0.1%
-26	13	< 0.1%

Value	Count	Frequency (%)
196	2	< 0.1%
174	1	< 0.1%
172	1	< 0.1%
170.6	1	< 0.1%
168.8	1	< 0.1%
167	1	< 0.1%
140	7	< 0.1%
139.0434119	1	< 0.1%
138.287613	1	< 0.1%
137.4145748	1	< 0.1%

Humidity(%)
Real number (ℝ)

Distinct	4792103
Distinct (%)	59.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	64.500493

Minimum	1
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	61.0 MiB

Quantile statistics

Minimum	1
5-th percentile	23
Q1	49.639085
median	67.034298
Q3	82.22877
95-th percentile	94.862615
Maximum	100
Range	99
Interquartile range (IQR)	32.589685

Descriptive statistics

Standard deviation	22.016765
Coefficient of variation (CV)	0.34134258
Kurtosis	-0.48012407
Mean	64.500493
Median Absolute Deviation (MAD)	16.034298
Skewness	-0.50488945
Sum	5.1600395 × 10⁸
Variance	484.73794
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	134415	1.7%
93	125944	1.6%
87	73772	0.9%
90	73470	0.9%
89	57696	0.7%
96	57101	0.7%
94	54720	0.7%
84	54267	0.7%
81	53811	0.7%
82	52521	0.7%
Other values (4792093)	7262283	90.8%

Value	Count	Frequency (%)
1	23	< 0.1%
2	59	< 0.1%
2.024827811	1	< 0.1%
2.031671366	1	< 0.1%
2.046151378	1	< 0.1%
2.123670093	1	< 0.1%
2.239074071	1	< 0.1%
2.295667086	1	< 0.1%
2.309676245	1	< 0.1%
2.316322161	1	< 0.1%

Value	Count	Frequency (%)
100	134415	1.7%
99.99995562	1	< 0.1%
99.99992903	1	< 0.1%
99.99984587	1	< 0.1%
99.99984208	1	< 0.1%
99.99983702	1	< 0.1%
99.99975781	1	< 0.1%
99.99972269	1	< 0.1%
99.99971379	1	< 0.1%
99.99947003	1	< 0.1%

Pressure(in)
Real number (ℝ)

Distinct	4856560
Distinct (%)	60.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	29.432627

Minimum	0
Maximum	58.63
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	61.0 MiB

Quantile statistics

Minimum	0
5-th percentile	27.221655
Q1	29.252852
median	29.786829
Q3	29.99
95-th percentile	30.205877
Maximum	58.63
Range	58.63
Interquartile range (IQR)	0.73714843

Descriptive statistics

Standard deviation	1.0869118
Coefficient of variation (CV)	0.036928808
Kurtosis	16.028905
Mean	29.432627
Median Absolute Deviation (MAD)	0.28471238
Skewness	-3.4562072
Sum	2.3546102 × 10⁸
Variance	1.1813774
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
29.96	51728	0.6%
29.99	49996	0.6%
29.94	49447	0.6%
30.01	48844	0.6%
30.04	46215	0.6%
29.97	46190	0.6%
29.91	46063	0.6%
30	45235	0.6%
29.95	45071	0.6%
30.03	45013	0.6%
Other values (4856550)	7526198	94.1%

Value	Count	Frequency (%)
0	1	< 0.1%
0.02	1	< 0.1%
2.99	2	< 0.1%
3	2	< 0.1%
3.04	3	< 0.1%
6.461334967	1	< 0.1%
8.971897344	1	< 0.1%
9.9	1	< 0.1%
12.1014521	1	< 0.1%
16.82	1	< 0.1%

Value	Count	Frequency (%)
58.63	1	< 0.1%
58.32	1	< 0.1%
58.13	1	< 0.1%
58.1	3	< 0.1%
58.04	1	< 0.1%
57.74	1	< 0.1%
57.54	1	< 0.1%
56.54	1	< 0.1%
50.87824555	1	< 0.1%
47.35128167	1	< 0.1%

Visibility(mi)
Real number (ℝ)

Distinct	1392939
Distinct (%)	17.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.2039657

Minimum	0
Maximum	111
Zeros	2980
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	61.0 MiB

Quantile statistics

Minimum	0
5-th percentile	4
Q1	10
median	10
Q3	10
95-th percentile	10
Maximum	111
Range	111
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.34156
Coefficient of variation (CV)	0.25440773
Kurtosis	83.445472
Mean	9.2039657
Median Absolute Deviation (MAD)	0
Skewness	2.3753125
Sum	73631726
Variance	5.4829034
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10	5987921	74.8%
7	92736	1.2%
9	78800	1.0%
8	61352	0.8%
5	58509	0.7%
6	51874	0.6%
2	51421	0.6%
3	49244	0.6%
4	49047	0.6%
1	42569	0.5%
Other values (1392929)	1476527	18.5%

Value	Count	Frequency (%)
0	2980	< 0.1%
0.002356447974	1	< 0.1%
0.002360799027	1	< 0.1%
0.002670320859	1	< 0.1%
0.003181793946	1	< 0.1%
0.005377703439	1	< 0.1%
0.005413849868	1	< 0.1%
0.005430134363	1	< 0.1%
0.005564015582	1	< 0.1%
0.006235744162	1	< 0.1%

Value	Count	Frequency (%)
111	3	< 0.1%
100	22	< 0.1%
91.15713689	1	< 0.1%
90	6	< 0.1%
80	117	< 0.1%
79.66546803	1	< 0.1%
78.57553526	1	< 0.1%
77.91303542	1	< 0.1%
76.86772822	1	< 0.1%
76.45712066	1	< 0.1%

Wind_Direction
Real number (ℝ)

Zeros

Distinct	23
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.125948

Minimum	0
Maximum	22
Zeros	692698
Zeros (%)	8.7%
Negative	0
Negative (%)	0.0%
Memory size	7.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	5
median	10
Q3	15
95-th percentile	20
Maximum	22
Range	22
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	6.2996058
Coefficient of variation (CV)	0.62212507
Kurtosis	-1.0543052
Mean	10.125948
Median Absolute Deviation (MAD)	5
Skewness	-0.0017965965
Sum	81007580
Variance	39.685034
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
0	692698	8.7%
11	486018	6.1%
14	458177	5.7%
9	431464	5.4%
13	430611	5.4%
8	418096	5.2%
12	414071	5.2%
15	399782	5.0%
19	355484	4.4%
7	350071	4.4%
Other values (13)	3563528	44.5%

Value	Count	Frequency (%)
0	692698	8.7%
1	289584	3.6%
2	294099	3.7%
3	306954	3.8%
4	238578	3.0%
5	346381	4.3%
6	342316	4.3%
7	350071	4.4%
8	418096	5.2%
9	431464	5.4%

Value	Count	Frequency (%)
22	96704	1.2%
21	224789	2.8%
20	310973	3.9%
19	355484	4.4%
18	224925	2.8%
17	285990	3.6%
16	285273	3.6%
15	399782	5.0%
14	458177	5.7%
13	430611	5.4%

Wind_Speed(mph)
Real number (ℝ)

Zeros

Distinct	4476850
Distinct (%)	56.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.6686545

Minimum	0
Maximum	1087
Zeros	527049
Zeros (%)	6.6%
Negative	0
Negative (%)	0.0%
Memory size	61.0 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4.6986642
median	7
Q3	10.133447
95-th percentile	16
Maximum	1087
Range	1087
Interquartile range (IQR)	5.4347824

Descriptive statistics

Standard deviation	4.8336763
Coefficient of variation (CV)	0.6303161
Kurtosis	1064.0514
Mean	7.6686545
Median Absolute Deviation (MAD)	2.74549
Skewness	7.0866823
Sum	61349236
Variance	23.364427
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	527049	6.6%
5	258795	3.2%
6	248080	3.1%
3	245811	3.1%
7	228292	2.9%
8	202102	2.5%
9	179375	2.2%
10	145764	1.8%
12	124495	1.6%
4.6	119988	1.5%
Other values (4476840)	5720249	71.5%

Value	Count	Frequency (%)
0	527049	6.6%
3.706551085 × 10^-6	1	< 0.1%
1.202472706 × 10^-5	1	< 0.1%
2.554059301 × 10^-5	1	< 0.1%
2.590362688 × 10^-5	1	< 0.1%
2.608667219 × 10^-5	1	< 0.1%
2.838631237 × 10^-5	1	< 0.1%
3.73053303 × 10^-5	1	< 0.1%
4.204411388 × 10^-5	1	< 0.1%
4.307930038 × 10^-5	1	< 0.1%

Value	Count	Frequency (%)
1087	1	< 0.1%
822.8	5	< 0.1%
812	1	< 0.1%
703.1	1	< 0.1%
666.192746	1	< 0.1%
616.2664909	1	< 0.1%
443.0823779	1	< 0.1%
328	1	< 0.1%
322.6520728	1	< 0.1%
255	1	< 0.1%

Weather_Condition
Real number (ℝ)

Distinct	140
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	41.781371

Minimum	0
Maximum	139
Zeros	81
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	15.3 MiB

Quantile statistics

Minimum	0
5-th percentile	6
Q1	15
median	21
Q3	83
95-th percentile	89
Maximum	139
Range	139
Interquartile range (IQR)	68

Descriptive statistics

Standard deviation	33.579085
Coefficient of variation (CV)	0.80368557
Kurtosis	-1.371864
Mean	41.781371
Median Absolute Deviation (MAD)	15
Skewness	0.47934693
Sum	3.3425097 × 10⁸
Variance	1127.5549
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
15	2081241	26.0%
83	695827	8.7%
6	558047	7.0%
7	522056	6.5%
89	386452	4.8%
86	289292	3.6%
60	211374	2.6%
103	112163	1.4%
68	92621	1.2%
8	91431	1.1%
Other values (130)	2959496	37.0%

Value	Count	Frequency (%)
0	81	< 0.1%
1	142	< 0.1%
2	43	< 0.1%
3	496	< 0.1%
4	562	< 0.1%
5	217	< 0.1%
6	558047	7.0%
7	522056	6.5%
8	91431	1.1%
9	84164	1.1%

Value	Count	Frequency (%)
139	126	< 0.1%
138	4715	0.1%
137	130	< 0.1%
136	206	< 0.1%
135	153	< 0.1%
134	141	< 0.1%
133	1202	< 0.1%
132	2382	< 0.1%
131	7559	0.1%
130	604	< 0.1%

Amenity
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	61.0 MiB

0	7955955
1	44045

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	8000000
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	7955955	99.4%
1	44045	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	7955955	99.4%
1	44045	0.6%

Most occurring characters

Value	Count	Frequency (%)
0	7955955	99.4%
1	44045	0.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	8000000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	7955955	99.4%
1	44045	0.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	8000000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	7955955	99.4%
1	44045	0.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	8000000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	7955955	99.4%
1	44045	0.6%

Crossing
Categorical

High correlation Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	61.0 MiB

0	7297963
1	702037

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	8000000
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	1
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	7297963	91.2%
1	702037	8.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	7297963	91.2%
1	702037	8.8%

Most occurring characters

Value	Count	Frequency (%)
0	7297963	91.2%
1	702037	8.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	8000000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	7297963	91.2%
1	702037	8.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	8000000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	7297963	91.2%
1	702037	8.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	8000000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	7297963	91.2%
1	702037	8.8%

Give_Way
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	61.0 MiB

0	7980940
1	19060

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	8000000
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	7980940	99.8%
1	19060	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	7980940	99.8%
1	19060	0.2%

Most occurring characters

Value	Count	Frequency (%)
0	7980940	99.8%
1	19060	0.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	8000000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	7980940	99.8%
1	19060	0.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	8000000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	7980940	99.8%
1	19060	0.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	8000000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	7980940	99.8%
1	19060	0.2%

Junction
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	61.0 MiB

0	7643742
1	356258

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	8000000
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
0	7643742	95.5%
1	356258	4.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	7643742	95.5%
1	356258	4.5%

Most occurring characters

Value	Count	Frequency (%)
0	7643742	95.5%
1	356258	4.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	8000000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	7643742	95.5%
1	356258	4.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	8000000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	7643742	95.5%
1	356258	4.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	8000000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	7643742	95.5%
1	356258	4.5%

No_Exit
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	61.0 MiB

0	7989643
1	10357

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	8000000
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	7989643	99.9%
1	10357	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	7989643	99.9%
1	10357	0.1%

Most occurring characters

Value	Count	Frequency (%)
0	7989643	99.9%
1	10357	0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	8000000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	7989643	99.9%
1	10357	0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	8000000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	7989643	99.9%
1	10357	0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	8000000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	7989643	99.9%
1	10357	0.1%

Railway
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	61.0 MiB

0	7965143
1	34857

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	8000000
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	1
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	7965143	99.6%
1	34857	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	7965143	99.6%
1	34857	0.4%

Most occurring characters

Value	Count	Frequency (%)
0	7965143	99.6%
1	34857	0.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	8000000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	7965143	99.6%
1	34857	0.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	8000000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	7965143	99.6%
1	34857	0.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	8000000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	7965143	99.6%
1	34857	0.4%

Stop
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	61.0 MiB

0	7904107
1	95893

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	8000000
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	7904107	98.8%
1	95893	1.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	7904107	98.8%
1	95893	1.2%

Most occurring characters

Value	Count	Frequency (%)
0	7904107	98.8%
1	95893	1.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	8000000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	7904107	98.8%
1	95893	1.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	8000000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	7904107	98.8%
1	95893	1.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	8000000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	7904107	98.8%
1	95893	1.2%

Traffic_Calming
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	61.0 MiB

0	7996478
1	3522

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	8000000
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	7996478	> 99.9%
1	3522	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	7996478	> 99.9%
1	3522	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	7996478	> 99.9%
1	3522	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	8000000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	7996478	> 99.9%
1	3522	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	8000000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	7996478	> 99.9%
1	3522	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	8000000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	7996478	> 99.9%
1	3522	< 0.1%

Traffic_Signal
Categorical

High correlation

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	61.0 MiB

0	7006481
1	993519

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	8000000
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	1
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	7006481	87.6%
1	993519	12.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	7006481	87.6%
1	993519	12.4%

Most occurring characters

Value	Count	Frequency (%)
0	7006481	87.6%
1	993519	12.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	8000000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	7006481	87.6%
1	993519	12.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	8000000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	7006481	87.6%
1	993519	12.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	8000000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	7006481	87.6%
1	993519	12.4%

Civil_Twilight
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	61.0 MiB

1	5285571
0	2714429

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	8000000
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	5285571	66.1%
0	2714429	33.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	5285571	66.1%
0	2714429	33.9%

Most occurring characters

Value	Count	Frequency (%)
1	5285571	66.1%
0	2714429	33.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	8000000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	5285571	66.1%
0	2714429	33.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	8000000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	5285571	66.1%
0	2714429	33.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	8000000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	5285571	66.1%
0	2714429	33.9%

Duration_Seconds
Real number (ℝ)

Skewed

Distinct	4015276
Distinct (%)	50.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	33249.946

Minimum	120
Maximum	1.3417683 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	61.0 MiB

Quantile statistics

Minimum	120
5-th percentile	1641.7062
Q1	1789.4793
median	3524.1711
Q3	7114.4937
95-th percentile	21600
Maximum	1.3417683 × 10⁸
Range	1.3417671 × 10⁸
Interquartile range (IQR)	5325.0144

Descriptive statistics

Standard deviation	899417.34
Coefficient of variation (CV)	27.05019
Kurtosis	1878.7975
Mean	33249.946
Median Absolute Deviation (MAD)	1745.1711
Skewness	39.950909
Sum	2.6599957 × 10¹¹
Variance	8.0895156 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
21600	563635	7.0%
900	195152	2.4%
2700	169903	2.1%
1800	99367	1.2%
3600	70937	0.9%
2098	41993	0.5%
3898	39340	0.5%
4500	37442	0.5%
7200	27052	0.3%
1785	22535	0.3%
Other values (4015266)	6732644	84.2%

Value	Count	Frequency (%)
120	1	< 0.1%
150	1	< 0.1%
180	5	< 0.1%
210	2	< 0.1%
240	1	< 0.1%
270	2	< 0.1%
300	7	< 0.1%
330	17	< 0.1%
337	1	< 0.1%
340	1	< 0.1%

Value	Count	Frequency (%)
134176830	2	< 0.1%
106135755	1	< 0.1%
94697995	1	< 0.1%
94697974	1	< 0.1%
94697965	1	< 0.1%
94611586	1	< 0.1%
94611566	1	< 0.1%
94611563	1	< 0.1%
94611549	1	< 0.1%
94611545	1	< 0.1%

Severity
Categorical

Uniform

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	61.0 MiB

2	2000000
1	2000000
3	2000000
4	2000000

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	8000000
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	2
3rd row	2
4th row	2
5th row	2

Common Values

Value	Count	Frequency (%)
2	2000000	25.0%
1	2000000	25.0%
3	2000000	25.0%
4	2000000	25.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	2000000	25.0%
1	2000000	25.0%
3	2000000	25.0%
4	2000000	25.0%

Most occurring characters

Value	Count	Frequency (%)
2	2000000	25.0%
1	2000000	25.0%
3	2000000	25.0%
4	2000000	25.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	8000000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	2000000	25.0%
1	2000000	25.0%
3	2000000	25.0%
4	2000000	25.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	8000000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	2000000	25.0%
1	2000000	25.0%
3	2000000	25.0%
4	2000000	25.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	8000000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	2000000	25.0%
1	2000000	25.0%
3	2000000	25.0%
4	2000000	25.0%

	Amenity	Civil_Twilight	Crossing	Distance(mi)	Duration_Seconds	Give_Way	Humidity(%)	Junction	No_Exit	Pressure(in)	Railway	Severity	Stop	Street	Temperature(F)	Traffic_Calming	Traffic_Signal	Visibility(mi)	Weather_Condition	Wind_Direction	Wind_Speed(mph)	Zipcode
Amenity	1.000	0.015	0.127	0.000	0.001	0.013	0.013	0.012	0.022	0.016	0.057	0.070	0.035	0.050	0.006	0.042	0.089	0.004	0.016	0.011	0.000	0.033
Civil_Twilight	0.015	1.000	0.074	0.005	0.016	0.011	0.215	0.001	0.010	0.021	0.010	0.270	0.014	0.069	0.261	0.002	0.095	0.012	0.088	0.095	0.002	0.058
Crossing	0.127	0.074	1.000	0.004	0.008	0.059	0.217	0.057	0.061	0.085	0.142	0.231	0.084	0.193	0.132	0.033	0.535	0.008	0.067	0.019	0.000	0.150
Distance(mi)	0.000	0.005	0.004	1.000	0.375	0.000	0.043	0.001	0.000	0.040	0.000	0.008	0.001	-0.151	-0.219	0.001	0.005	-0.065	0.002	-0.014	0.024	-0.117
Duration_Seconds	0.001	0.016	0.008	0.375	1.000	0.001	0.008	0.007	0.000	-0.052	0.001	0.021	0.004	-0.152	-0.099	0.000	0.010	-0.016	-0.028	-0.031	-0.030	-0.099
Give_Way	0.013	0.011	0.059	0.000	0.001	1.000	0.010	0.003	0.008	0.005	0.003	0.030	0.034	0.031	0.007	0.003	0.059	0.005	0.012	0.005	0.000	0.032
Humidity(%)	0.013	0.215	0.217	0.043	0.008	0.010	1.000	0.018	0.015	0.117	0.008	0.100	0.017	0.072	-0.320	0.005	0.211	-0.439	0.103	-0.201	-0.233	-0.167
Junction	0.012	0.001	0.057	0.001	0.007	0.003	0.018	1.000	0.001	0.051	0.002	0.102	0.015	0.127	0.034	0.001	0.072	0.004	0.047	0.034	0.000	0.074
No_Exit	0.022	0.010	0.061	0.000	0.000	0.008	0.015	0.001	1.000	0.012	0.005	0.026	0.026	0.020	0.009	0.029	0.035	0.009	0.009	0.005	0.000	0.016
Pressure(in)	0.016	0.021	0.085	0.040	-0.052	0.005	0.117	0.051	0.012	1.000	0.011	0.111	0.002	0.052	-0.073	0.005	0.099	0.034	0.064	0.003	0.007	-0.102
Railway	0.057	0.010	0.142	0.000	0.001	0.003	0.008	0.002	0.005	0.011	1.000	0.045	0.013	0.019	0.005	0.004	0.051	0.004	0.014	0.017	0.000	0.035
Severity	0.070	0.270	0.231	0.008	0.021	0.030	0.100	0.102	0.026	0.111	0.045	1.000	0.107	0.259	0.173	0.020	0.271	0.019	0.194	0.105	0.001	0.162
Stop	0.035	0.014	0.084	0.001	0.004	0.034	0.017	0.015	0.026	0.002	0.013	0.107	1.000	0.064	0.010	0.023	0.026	0.005	0.028	0.018	0.000	0.049
Street	0.050	0.069	0.193	-0.151	-0.152	0.031	0.072	0.127	0.020	0.052	0.019	0.259	0.064	1.000	0.036	0.014	0.201	-0.025	0.040	0.017	0.022	-0.012
Temperature(F)	0.006	0.261	0.132	-0.219	-0.099	0.007	-0.320	0.034	0.009	-0.073	0.005	0.173	0.010	0.036	1.000	0.002	0.142	0.227	0.049	0.079	0.048	0.052
Traffic_Calming	0.042	0.002	0.033	0.001	0.000	0.003	0.005	0.001	0.029	0.005	0.004	0.020	0.023	0.014	0.002	1.000	0.008	0.005	0.006	0.005	0.000	0.013
Traffic_Signal	0.089	0.095	0.535	0.005	0.010	0.059	0.211	0.072	0.035	0.099	0.051	0.271	0.026	0.201	0.142	0.008	1.000	0.004	0.060	0.021	0.000	0.171
Visibility(mi)	0.004	0.012	0.008	-0.065	-0.016	0.005	-0.439	0.004	0.009	0.034	0.004	0.019	0.005	-0.025	0.227	0.005	0.004	1.000	-0.120	0.088	0.045	0.030
Weather_Condition	0.016	0.088	0.067	0.002	-0.028	0.012	0.103	0.047	0.009	0.064	0.014	0.194	0.028	0.040	0.049	0.006	0.060	-0.120	1.000	0.044	0.133	-0.086
Wind_Direction	0.011	0.095	0.019	-0.014	-0.031	0.005	-0.201	0.034	0.005	0.003	0.017	0.105	0.018	0.017	0.079	0.005	0.021	0.088	0.044	1.000	0.346	0.053
Wind_Speed(mph)	0.000	0.002	0.000	0.024	-0.030	0.000	-0.233	0.000	0.000	0.007	0.000	0.001	0.000	0.022	0.048	0.000	0.000	0.045	0.133	0.346	1.000	0.002
Zipcode	0.033	0.058	0.150	-0.117	-0.099	0.032	-0.167	0.074	0.016	-0.102	0.035	0.162	0.049	-0.012	0.052	0.013	0.171	0.030	-0.086	0.053	0.002	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

	Distance(mi)	Street	Zipcode	Temperature(F)	Humidity(%)	Pressure(in)	Visibility(mi)	Wind_Direction	Wind_Speed(mph)	Weather_Condition	Crossing	Junction	Railway	Traffic_Signal	Civil_Twilight	Duration_Seconds	Severity
0	0.000	216190	644133	75.0	57.0	29.61	10.0	11	10.0	15	0	0	0	0	1	4594.0	2
1	0.000	242621	184333	58.0	53.0	29.40	10.0	0	0.0	15	1	0	1	0	0	2686.0	2
2	0.693	70878	135635	37.0	52.0	28.93	10.0	19	14.0	7	0	0	0	1	1	19440.0	2
3	0.610	263193	655280	66.2	68.0	29.87	5.0	22	11.5	24	0	1	0	0	1	21600.0	2
4	0.000	160392	189398	68.0	47.0	30.12	10.0	7	5.8	83	0	0	0	0	1	1787.0	2
5	0.282	182469	438350	60.1	96.0	30.18	10.0	6	13.8	86	0	0	0	0	1	21600.0	2
6	0.006	15687	123276	57.0	20.0	29.72	10.0	15	7.0	15	0	0	0	1	1	4516.0	2
7	0.423	301491	132375	69.1	87.0	30.03	10.0	12	6.9	86	0	0	0	0	1	21600.0	2
8	1.288	199752	340843	86.0	67.0	30.13	10.0	12	10.0	83	0	0	0	0	1	1343.0	2
9	0.000	254734	248979	60.0	31.0	28.77	10.0	0	0.0	15	0	0	0	1	1	3594.0	2

	Distance(mi)	Street	Zipcode	Temperature(F)	Humidity(%)	Pressure(in)	Visibility(mi)	Wind_Direction	Wind_Speed(mph)	Weather_Condition	Traffic_Signal	Civil_Twilight	Duration_Seconds	Severity
7999990	2.876234	301966	402370	61.000000	84.649694	29.499491	10.000000	11	8.675153	40	0	0	4876.294986	4
7999991	1.546330	16600	418561	44.654528	89.671115	29.951561	5.843851	21	8.840858	63	0	0	21600.000000	4
7999992	0.630240	50958	68817	62.581322	77.081849	28.740577	8.889296	6	13.267577	60	0	1	4982.804840	4
7999993	0.261940	127685	19341	38.821220	72.450170	29.261524	8.443729	7	5.311254	29	0	0	7564.824022	4
7999994	1.086021	107190	494655	77.039259	55.764448	28.381385	10.000000	10	12.882224	15	0	1	89113.019629	4
7999995	0.348164	191867	623503	49.703177	47.114163	27.335804	10.000000	9	5.968034	16	0	0	20661.919240	4
7999996	4.465528	216332	373286	77.233301	68.464875	29.654341	5.979788	10	5.633781	81	0	1	2030.850868	4
7999997	0.687554	302894	150132	54.973789	66.331784	30.091311	10.000000	14	3.000000	53	0	1	8040.689445	4
7999998	4.361409	216279	413857	77.491009	77.119345	29.939842	10.000000	19	6.154278	79	0	1	21600.000000	4
7999999	0.501846	20612	438223	66.769325	69.854806	30.168735	10.000000	7	4.664635	88	1	1	21600.000000	4

Most frequently occurring

	Distance(mi)	Street	Zipcode	Temperature(F)	Humidity(%)	Pressure(in)	Visibility(mi)	Wind_Direction	Wind_Speed(mph)	Weather_Condition	Crossing	Stop	Traffic_Signal	Civil_Twilight	Duration_Seconds	Severity	# duplicates
58	0.00	138057	619359	77.0	27.0	27.10	10.0	15	20.0	15	1	1	1	0	2700.0	1	28
60	0.00	151656	377205	66.0	56.0	29.48	10.0	3	6.0	15	0	0	0	1	3600.0	1	27
26	0.00	82390	621169	65.0	31.0	27.28	10.0	5	9.0	15	1	0	1	0	2700.0	1	25
83	0.00	195672	741933	70.0	23.0	29.75	10.0	8	5.0	15	0	0	1	0	900.0	1	25
85	0.00	199763	738604	53.0	61.0	30.04	10.0	11	3.0	15	0	0	0	0	900.0	1	25
178	0.00	216408	712608	63.0	45.0	30.02	10.0	17	7.0	89	0	0	0	1	2098.0	1	24
162	0.00	216240	704803	40.0	83.0	30.04	10.0	14	9.0	15	0	0	0	0	900.0	1	22
100	0.00	203931	144980	65.0	93.0	29.46	9.0	11	16.0	60	1	0	1	0	900.0	1	21
361	0.02	135764	714547	51.0	86.0	29.89	10.0	13	8.0	15	0	0	0	0	2098.0	1	21
1684	0.32	170331	123599	38.0	94.0	30.12	10.0	0	0.0	89	0	0	0	0	900.0	1	21

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)